Khushbu Shah

1 week ago | medium.com | Khushbu Shah

If you’ve ever used a voice assistant like Siri, Alexa, or Google Assistant, you’ve already witnessed the magic of conversational AI. But have you ever wondered how these systems understand and respond like a human? That’s where models like Sesame’s Conversational Speech Model (CSM) come into play. In this blog, we’ll break down what Sesame’s CSM is, how it works, what makes it stand out, and how you can use it to build your own speech-based AI applications.

2 weeks ago | eater.com | Khushbu Shah

They say the eyes eat first, but before we even see what we are eating, we often enjoy its aroma. The scent of a beloved dish, such as the gooey chocolate chip cookies your mom would pull out of the oven after school or the malty almond granita you had for breakfast while on vacation in Sicily, can evoke feelings of pleasure, happiness, and nostalgia. So it’s no surprise that gourmand perfumes and fragrances inspired by the edible world have skyrocketed in popularity.

2 weeks ago | medium.com | Khushbu Shah

Khushbu Shah·FollowPublished inProjectPro·7 min read·--80% of AI projects fail — not because of bad models but because of bad architecture. Before you build and train an AI model, deploy an AI agent, or ship an AI application, there is one question that will shape everything: Single Agent vs Multi Agent in AI. This isn’t just a technical choice. It’s a strategic fork determining whether your AI project will scale or stall.

3 weeks ago | medium.com | Khushbu Shah

Khushbu Shah·FollowPublished inProjectPro·8 min read·--AI agents are taking over workflows — from research automation to customer service bots. However, choosing the right agentic framework can be overwhelming. Should you go for AutoGen’s powerful multi-agent coordination, LangGraph’s structured LLM workflows, or CrewAI’s role-based agent orchestration?

1 month ago | medium.com | Khushbu Shah

Khushbu Shah·Follow4 min read·--“AI is not just about automation; it’s about amplification.”— Satya NadellaGenerative AI is gaining rapid adoption. The market is expected to reach $110.8 billion by 2030, growing at a 34.6% CAGR. Businesses leverage AI to automate tasks and drive innovation from content creation to software development. 90% of marketers believe AI-generated content will become a key part of their strategy, and AI-powered tools already produce 30% of all outbound marketing messages.